Dhruv G. Email & Phone Number

Vancouver, BC, CA

Waterloo, Ontario, Canada

Advisors: Prof. Michele Mosca, Prof Na Young KimLeveraged Grover Search in collaboration with CERN to bring a fundamental quadratic improvement to the current state-of-the-art Particle Track Reconstruction Algorithm. This means a 100x speedup on a 10000 qubit system.Work presented at CERN Quantum Techniques in Machine Learning (QTML) conference..

• Developed critical infrastructure for the quantization stack for a Princeton-lab-turned-startup with best-in-market energy efficiency (375 TOPS/W)
• Worked primarily on Transformer-Based models. These include models for Vision (like Vision Transformer) and for Language Processing (SLMs like BERT and LLMs like LLAMA 2)
• Explored Symbolic Tracing using TorchFX for operator quantization.

ECE 140 - Linear Circuits

Chennai Area, India

Chief Engineer of the Data Acquisition and Electronics subsystem of the top-ranked Indian Formula Student team.Chief Engineer of the vehicle-wide Analog-to-CAN sensor network upgrade

Aachen, North Rhine-Westphalia, Germany

Improved performance on the Multi-Future Road User Trajectory Prediction task by combining Uncertainty Factorization with history-cognizant Attention-based Transformer-CNN models.

Created a Formal Coverage Analysis tool for the Motor Control Blockset

Implemented Facial Identification and Emotion Recognition using DeepFace and communication of extracted information to a server using UDP.Implemented Personalized Music Generation using Generative Adversarial Networks.Implemented Pose Estimation using OpenPose

Bangalore

Study of Strain Rate effects on Composite Sandwich Panels

Masc, Electrical And Computer Engineering

MASc student supervised by Prof Michele Mosca and Prof Na Young Kim. Fully funded with a stipend from NTT Research (PHI Lab)

Education record

Master Of Technology - Mtech, Data Sciences

Bachelor Of Technology - Btech, Aerospace, Aeronautical And Astronautical Engineering

Education record

Education record